{"version": 1, "asset": "BINANCE_LINKUSD", "timeframe": "6H", "arch": [50, 16, 8, 1], "activation": "tanh_closed_form_clamp20", "feature_cols": ["stoch_norm", "macd_pred_norm", "osc_norm", "macd_bullish_norm", "m3_momentum_norm", "m2_tiny_norm", "rsid_norm", "stoch_div_norm", "vwap_div_norm", "stoch_peak_norm", "stoch_bot_norm", "m3_div_norm", "bearish_engulfing_score", "m2_nooff_norm", "m2_div_norm", "bullish_hammer_score", "bullish_engulfing_score", "shooting_star_score", "btc_spx_corr_30", "dxy_roc_norm", "vix_pctrank_inv", "btc_dom_roc_sign", "us10y_roc_inv_sign", "spy_above_200ema", "gold_roc_pctrank", "mvrv_zscore_value", "mvrv_zscore_cont", "nupl_norm", "fed_net_liq_sign", "gc_position", "us2y_roc_inv_sign", "yield_curve_sign", "qqq_spy_roc_sign", "rsid_reg_bull_norm", "rsid_reg_bear_norm", "rsid_hid_bull_norm", "rsid_hid_bear_norm", "rsid_rt_bull_norm", "rsid_rt_bear_norm", "rsid_slow_bull_norm", "rsid_slow_bear_norm", "rsid_delayed_peak_norm", "rsid_delayed_dip_norm", "oi_roc_norm", "usdt_d_norm", "basis_norm", "fear_greed_norm", "btc_gold_norm", "rsi_subtf_norm", "bb_pct_b_norm"], "layers": [{"W": [[-0.18757043176273244, 0.008319481438404733, -0.06773836872295406, -0.018695540852818465, 0.21682263308500405, 0.15107859231770215, 0.12193953934791225, -0.2478302156536316, -0.060010104249382065, 0.30681444375693523, 0.04096823867873525, 0.19489935941873288, 0.07448859244189111, 0.16728292148525797, 0.2281706915590777, 0.2455643571101187, -0.4114513427577001, 0.01474634998820943, 0.007521999911197666, 0.14041627780454213, 0.19309362689278473, -0.3065694815444073, -0.1556145797140911, 0.41852021719963883, -0.25460698562039874, -0.23961694929992805, -0.12145403605417686, 0.26627914113564244, 0.24518914450699672, 0.1134447485064175, -0.11515886113295973, -0.21293963756479478, 0.24730320174805415, 0.1418801544588258, -0.12688017355740552, -0.03778693385147039, -0.056926005778508426, -0.27297773692267674, -0.10268849649558916, -0.27721996599261417, -0.15787831664887658, 0.5526096686507386, -0.08299120251454295, 0.26484951793125294, -0.07751869351073233, 0.041445747721223405, -0.0276356403934164, 0.23814938469587096, -0.01653686824781221, -0.026997256604059786], [-0.029351457822418468, -0.18763652602311648, -0.01632315926162036, -0.11404743811076323, -0.20107904827252937, -0.16501339965466744, -0.13087869914743996, 0.20133328199308181, 0.37639407851687845, -0.3830349205544228, 0.12871851777845747, -0.2913105265761868, 0.0023654800112584626, 0.18818262119084805, -0.5407932978307857, 0.21817086863857665, -0.07271222238625273, 0.22998128506027074, 0.2079376729867139, 0.1884067558777728, 0.3961398043677604, 0.01756375728780862, 0.16451189751966175, 0.23557813918798176, 0.2902353854661086, 0.30562184084454297, -0.40668233248542324, 0.2054701366319947, -0.4657159991806137, -0.11496790397892387, -0.1428407849867564, 0.07155395352029591, -0.08683376221196157, 0.06658135943110997, 0.1332384540266531, -0.026251648839115675, -0.20352281255479113, -0.1718255513666142, -0.01642356907446635, 0.1765741072650261, -0.2110993504781577, 0.0016762356672727179, 0.08781808375334309, -0.036207519910069076, -0.0972181844139291, -0.09420000687917053, 0.11750044236893911, 0.11725566446485351, -0.19415026868230398, -0.3096974881706285], [0.04222176895870318, 0.09666156824393793, 0.09525892260630237, -0.2920018678810513, -0.06574309549256518, 0.15512524816316267, 0.13055490098164474, -0.18403444851198242, 0.12606833615910204, 0.1828590347928456, 0.06731759093654838, 0.42776461090358064, -0.21195721768082346, 0.3092234536563442, -0.007105958050036873, -0.20458214076344608, -0.23590894719930636, -0.05304383673067968, 0.17650771903543494, 0.022199823061598144, -0.18375298601546056, -0.16097695628337208, 0.13258717569733855, 0.16824097109161054, -0.21178911402696068, -0.1925776146892736, -0.15704487238296536, 0.08854900721296577, 0.17900742973099218, 0.14134446465617995, -0.07402706277433338, 0.31958992314460355, 0.11963678564965924, -0.04645008094056741, 0.10579594751846116, 0.008077179116055126, -0.20833279198455062, 0.13435407887930056, -0.31979618898115114, 0.28472581509481165, 0.17555001942531073, -0.11604675946401603, -0.06477422687380964, 0.08333289925658821, -0.12994985168488446, -0.15925360653986387, -0.2798018655468789, 0.3870160372212732, -0.29793158425755345, -0.19945315805350788], [-0.13436441622708267, 0.022786102000581707, 0.07375610331727438, 0.021592111434289442, 0.09964355294485765, 0.2781624349485651, 0.3258127461187009, -0.163751831771187, -0.19638708112488348, 0.08824933140532644, -0.06556508219326385, -0.05795540364041239, 0.02203063177849485, -0.04180598952722931, 0.19663372468128779, 0.10424705979048486, -0.2853505007990998, 0.01985839426934756, 0.13733259820445046, -0.07916185967723434, 0.03631839567538015, -0.3907962156805179, 0.06427001348514524, -0.024718760553726165, -0.006762398062001532, 0.3044518220462329, 0.02968905117455721, -0.15613088298368163, -0.04439131358113187, -0.12343033601538594, 0.1883094567067147, 0.17459418738592367, 0.24032987434017725, -0.05199209713146885, 0.4500395784745391, -0.20184884622347415, 0.2710059655989719, 0.06423814423447903, -0.14601087389062417, -0.21463133252656896, 0.5636488915029226, -0.38789168794099893, 0.022945894284764592, 0.01224211950452652, -0.28088684997267327, -0.1837903668274878, 0.01620415390242775, 0.005622142921626709, 0.4909656140627362, -0.06778374045929486], [-0.10961827290037311, 0.15971631326920352, -0.06748236960901571, 0.038260185126348524, 0.2857772467891422, 0.004260051182141837, 0.23596971446634873, 0.07158131907668255, -0.3053603383763009, 0.26581753445499584, -0.12827106324290305, 0.0029306958221153798, -0.21614901982227713, 0.32022437255533676, -0.26810104947291036, 0.03178426243777415, -0.2652948168178392, -0.0048801457923612545, 0.3523295396808546, -0.011604542870621678, -0.04605828010211051, -0.28776918157831477, 0.3227303705789941, 0.023673817957226326, 0.2752971694513271, 0.18395203480178554, -0.17173120040313525, 0.02188145941889682, -0.14308847164321278, 0.02489305715192775, 0.336138443397606, 0.05893402242378275, -0.17979265743975725, -0.2397961556099134, 0.03203892601313578, 0.18088519022571806, 0.4500452432766473, -0.27924832278151884, 0.02950428929603819, 0.031105113787695905, -0.04740244079001557, -0.21969869549626186, -0.034249767273509674, -0.016190576650842073, -0.06025564118245038, -0.038632536654847276, 0.011643682837209587, -0.37611333803849145, 0.10617328893530978, -0.3807367394555725], [0.0675404267568516, 0.3069579101862992, 0.06377652084881313, 0.305380547909986, 0.05074572176998335, -0.32506459539271554, 0.339041457358347, 0.27783482739764603, -0.20452299910330338, -0.07472910145950301, 0.24437939240735485, 0.06046559066010849, -0.020462260190283337, 0.14471155089903498, 0.302344245603901, -0.06406658338463943, -0.1057011560653077, 0.23906605350236426, 0.045049616671471705, -0.3570520431906633, 0.27440289116368277, 0.2071279103545455, 0.17651610973160733, -0.27624421065365956, -0.2298722514032526, -0.09877835155747375, -0.0756634509372916, -0.08986192353379249, -0.1884825246623955, -0.1057030898546767, -0.26448951506040286, 0.06923873561814126, -0.05810390471091111, 0.07216643251549745, 0.008488746524689268, -0.09502977679348439, 0.1388011570408834, 0.15271154301483833, 0.005907763509244483, -0.07293104291692439, 0.021953097836261388, 0.24419069428669365, 0.37305078410778486, 0.14469150074613957, 0.0830797242916421, -0.1245502737482741, -0.2267338439431673, 0.08893882114604285, -0.2328725864125363, -0.4403942151446195], [-0.15163698003179885, -0.054646882784367204, 0.22887368180614287, 0.003975740117115868, 0.2218330065723581, 0.1316202122103172, 0.038174698570794106, -0.0202694648682835, 0.15769895168112893, 0.12401339142158721, -0.03395587237335593, 0.19783476180728152, -0.13842729209239352, 0.12329587014132977, -0.08591301616049062, 0.013370728805089816, -0.10059408291858316, 0.14765632420949926, 0.252595079413381, 0.6389355903044244, -0.010200753337489751, 0.1672954403551474, -0.31053043186692153, -0.21216558064605945, -0.10309346446625958, -0.4659699892668688, -0.04956651467036626, 0.12975926700966892, -0.23341938938448278, 0.18259653945467155, -0.14746058950901386, -0.059017556241961824, -0.005686195245216123, -0.412610949316971, 0.14476372470994678, -0.1665099300972158, 0.37704645687310623, -0.0008450684631555659, 0.08967833110987097, 0.0342609443581647, -0.056801173266637334, -0.06473127333938951, -0.39158214958004933, 0.054658506344056924, 0.010894126229225986, -0.16015332924334974, -0.06077025477299107, -0.4695678389792418, 0.11373670847521913, -0.004960697503951138], [0.002559152246743717, 0.13772800910764238, 0.22448178351711734, 0.01465386233949341, -0.037075857433510925, 0.19364834010215887, 0.018092492914771434, 0.4060020015021341, -0.17506518839773122, -0.11224319804313945, 0.11891669519650616, 0.1387988088664051, -0.0031027300826060034, -0.014965975902748056, -0.5275886795616752, -0.025110726567110338, -0.2652058111256827, 0.11743169623533911, 0.10483501316087829, 0.21995291343884113, -0.11924289197561057, 0.3468548224901198, -0.25498739101793977, 0.11066968124730296, 0.02652443117115244, -0.20062813581378225, -0.2298048151731088, -0.15837030251173634, -0.27551408214007317, 0.36899469594231715, 0.15012929027801528, 0.0911219899821287, -0.14163582160434474, -0.3873460788783519, -0.26291411133651693, -0.2295279245174202, 0.26271964672914166, -0.051500800312468065, 0.10734654738677527, -0.17820009372942724, 0.04600990143075246, -0.06833781042732057, 0.02398607852842186, -0.21284944935792185, 0.041477955775094895, 0.057724987473434825, -0.08091451276558888, -0.4586850409971311, -0.21078631418299368, -0.15817311717497962], [0.12201111511811508, 0.11301256200711461, -0.2835445787009913, -0.26898942084954, -0.18359698628987453, -0.07662381601544077, -0.3343356420006783, 0.053205603337285065, -0.06373312814551545, -0.003436024562544911, 0.16177337044149775, 0.034432422178207245, 0.18314397034146102, -0.17564131515978346, -0.04139586925967993, -0.23369887079153195, 0.08975749550659268, -0.11927535575688454, -0.24399478982941508, -0.04966041851511853, -0.051729445545107805, 0.12757351080121812, 0.1756039638973076, 0.14232129929552254, -0.10369292950664366, 0.31727245774404506, 0.4771023717071051, 0.06798688605090718, -0.15551193883695424, -0.220089910422849, -0.2504224463527879, -0.12936519666280322, 0.4686766718598518, 0.1262573937855342, 0.2181292927804582, 0.0452059398694882, 0.1219653227316419, 0.2788971350607934, -0.153181935684867, -0.008453275272821387, 0.09809810495100299, -0.4432499973778039, 0.38835914215845535, 0.40628849551355645, 0.387694306705342, 0.033215223715151766, -0.10051277802448978, -0.327554260858948, -0.3157315548356391, -0.14995826300313583], [-0.22252816530550357, -0.42982186702155134, -0.08615769357844527, -0.1426573049425081, 0.12887157073504837, 0.27057163745227936, 0.020373674838524647, -0.0380187391526518, 0.19560428414419723, -0.24273945529544344, -0.2824868916738394, 0.18681480930565958, -0.41018796341514074, 0.3002898863463034, 0.06234556106723818, 0.33032535677475416, -0.36850246063461023, 0.18783615851654692, -0.1443674362610805, -0.1529106939331497, 0.2073963169980076, -0.20987048683848492, -0.20853482484177638, -0.030447749240686543, -0.20641405561120724, 0.31613935239339047, 0.06225805812571906, 0.07384455943970498, 0.25813216833279057, -0.16429706313488143, 0.4226088864996424, 0.0158267297415037, 0.2555951081256507, -0.13218405313186624, -0.08000286870609466, -0.15347597425991724, -0.35554579057153957, -0.03190217534318583, -0.028754150685730003, 0.14799205906140112, -0.13415519456986547, -0.2690235472373974, 0.24648093101722193, 0.04351453460994922, -0.008372804402465706, 0.2452928604465362, -0.03343975857438, -0.06194120381468378, -0.2246399023596314, -0.1262117724288658], [0.2513257005394801, 0.04798329108527256, 0.1557656693997428, -0.3153869289018066, 0.13931352340637773, -0.24093785318616726, -0.3541105927809367, -0.26399896640590725, -0.27974244414392085, -0.2292709255678843, 0.3853398506883576, 0.11842056549673179, -0.08016320803786123, -0.22593108760615332, 0.503441608688291, 0.017656594799702524, -0.015833775618114884, -0.1468854021658767, 0.09515718467210411, -0.013803545766842357, 0.22732419407951987, -0.18832040066929107, 0.26970688608559434, -0.3049702639044671, -0.04669521058233581, -0.3097497656796643, -0.2877818254795451, 0.3044087371023099, -0.28476380737941265, 0.3769160128959886, -0.2231839326183534, -0.03189535379061087, -0.3986044918110789, -0.12396300418639984, -0.10329367384333858, 0.11073591926302699, 0.04658954094716065, 0.09641780062113792, -0.26552911421153585, -0.0999326574711009, 0.1812442520971539, -0.2965333638847337, 0.07281582185366285, -0.09629571866954775, -0.05946797760434744, -0.02901574870036081, 0.24912896618534386, 0.21088505871271596, -0.17984018643631167, 0.09162106189633185], [-0.14862230701180043, -0.02258086951758716, -0.21475064299322283, -0.035835997929484394, 0.3915016387661324, 0.23869816174079356, -0.09600694175705052, 0.08508408783457944, 0.030946648161447307, 0.08856529768158024, 0.06865003824164623, -0.12131447097817255, -0.22620502112941535, 0.20686071510937779, -0.27215585223598376, 0.0819394869909834, -0.15658211882397324, 0.13047063144171567, 0.13478523594121358, 0.18413553845283043, 0.241258032620133, -0.09815073741835281, -0.18585033065125162, -0.1578992102166917, 0.36547065331439227, -0.4298445487849698, -0.15876391681992671, -0.26611698574260056, -0.21442956123670578, -0.059201513012209814, 0.38916017690235777, 0.050786276020505366, 0.150641170633217, 0.08561811545070472, -0.20434328845351474, -0.008625143416689015, 0.21659916792546804, 0.13360223622655565, -0.058625513624160935, 0.11411800681542142, 0.09459893578471368, 0.08733654401792179, -0.05967626759424624, 0.1806469860209699, 0.29515119237519516, -0.15689122848263823, 0.04529098943999324, 0.018348402576924588, 0.15738184588080056, -0.20931453673186973], [0.13453345241305018, -0.1617863340309468, -0.004733185648270117, -0.1352073274216015, 0.1292752800772442, -0.37007450099697403, -0.21638248919723033, 0.4750345000097619, -0.0358775888307732, 0.23567626761781943, 0.1120363376093716, 0.4325287595757965, -0.5602130738657743, -0.039049354764066235, 0.026483793181752938, 0.47584941861376195, 0.22511617323808386, -0.038556158438620106, -0.023247234459915965, -0.2258308127179854, 0.09732128502488796, 0.6310643199129373, -0.19204329013639526, -0.3288834113249922, 0.02402777394826238, 0.3580531773642704, 0.08778916999879968, 0.5976503177511566, 0.10761755330176873, 0.07405078990374978, 0.21423914925651238, 0.4562220210202802, -0.21780767569050116, 0.2240641021543958, -0.01977213587043468, -0.12517342294270506, 0.07944501999214172, 0.06664650313204372, -0.1711416955510593, 0.12559985268003818, 0.37799479438013894, -0.0067287368582015575, 0.33350632636013083, 0.17968004846882807, 0.1228773359405362, 0.06845943063546832, -0.005067402318326135, 0.24073345401164148, 0.10955768951111344, -0.3481466103424661], [0.19881472849469262, -0.10427645898199638, 0.2036428803754246, 0.07458884635084863, 0.10852403473737988, 0.12155672502416469, 0.2166189886435988, -0.10658078350634508, 0.41098882473693055, -0.0995917670530128, 0.1692496937834466, 0.1757774137818037, 0.11392221824326776, 0.06716321399070095, 0.08998699742914848, 0.23358076232317135, 0.04558126301400746, -0.1001092434434661, -0.11960822070984797, -0.337698515701206, 0.08177981891940389, 0.36350996636860555, 0.2905352961133633, -0.016826163865907174, -0.28950991675050863, -0.1925088937653194, -0.06849273310667317, -0.0017001337510646475, -0.038292056882205674, 0.0773976837994378, 0.2459559214489244, -0.0041116013377320085, -0.18482669253601963, -0.043880017178208865, -0.18463595943356803, -0.15634874724187206, -0.41685630239425653, 0.10802716456585816, 0.05019374878489934, 0.03050494209371932, 0.19542447416076267, 0.19568637249992166, -0.3040722946883072, 0.06640287175862511, 0.032122340470179214, 0.015435546085144126, -0.013759883850204956, 0.11148580581481052, -0.24849014355066526, 0.3796652779481886], [0.20968263060150516, -0.11302775400393429, -0.026341129961308395, 0.09191197587100428, -0.39137611047822596, 0.32520624320679686, -0.1310936275487833, 0.16015675921351064, 0.047740580458034955, 0.15481988852497336, 0.00290225218232483, 0.038665198647216445, -0.17889521404102443, -0.08400591622826795, 0.10717793536914214, -0.08670874863834716, -0.519399079823844, -0.2062761644899108, 0.07263800687461575, 0.22349236380131662, -0.008768022052997503, 0.4827148856637553, -0.10867507284482382, -0.08942043140598571, -0.38307319945403917, 0.12121880688510972, 0.010661188049084336, 0.14949849243084976, -0.20473160747422975, 0.10876807279457268, 0.04157245900937688, 0.18775120130537254, -0.17085670795725863, -0.10445399695991671, -0.07271427484970751, 0.4250991942436368, 0.21180322833448706, 0.23889613500035486, -0.38220638730151246, 0.01869833139590068, -0.0005371223887121052, 0.21034312632811134, -0.09230324388561797, 0.25196273353515736, -0.22083292007195418, -0.6087509680183337, 0.2375589008720385, 0.23540330801595893, -0.025084282400423354, -0.2675927634853605], [0.20052927409034862, 0.03915543992887345, -0.22030918023970444, 0.07399738021829246, -0.36031821650876183, -0.05310277149761297, 0.5200570043960804, 0.0977707602862081, 0.02972548262661797, -0.03880712901683773, -0.33810195229833806, -0.04073158303238246, 0.16847501166029888, 0.12312546009396899, 0.2538347524438576, 0.7323122195688077, 0.35222729282498644, 0.031921575868679816, 0.1865878036839366, -0.35803533365070034, -0.16156399090409496, 0.245037630902159, 0.1685716247149754, -0.07384255864275284, -0.0062219788333883995, -0.006706362242999739, -0.31279159350337554, 0.4102204601049656, 0.08935186074302989, 0.1067447111157526, -0.3236810961875844, -0.10886548070773994, -0.2603177278087874, 0.18093772682615267, 0.27660052978939315, -0.16792010934608384, 0.03256349651693947, 0.22248990715533748, -0.24978392812285133, -0.0536438363507321, 0.3391669906323307, -0.06298765408677207, 0.09407218173815515, -0.9643117799583784, -0.00980496216490882, 0.27204710516712594, 0.3675581039318968, 0.0029911746093120757, 0.10056885315435346, 0.012899132669582437]], "b": [0.15323381884003662, -0.4163701232032667, -0.22067767288572793, -0.15262798275252532, 0.5327126049372708, -0.25131494614846595, 0.19699590331211592, 0.23018573714685236, -0.04041356224088946, 0.4721678373022621, 0.10939388033419001, -0.07309288780683923, 0.11162526915722867, -0.26238588080439007, -0.30253198466335096, -0.0900073065003723]}, {"W": [[-0.371833531558115, -0.04929475674860107, -0.23025016539045973, -0.09453853908667206, 0.170149364704474, -0.19100453912692306, -0.06264875717936379, -0.13900109291200125, -0.35848754243206177, -0.263311844289278, -0.2065786894245216, 0.0489868062118688, 0.20661847091518531, 0.15102479305515448, 0.11663933605248453, 0.11562292788085263], [-0.14819208481887483, 0.012807765011852285, -0.25556808416201543, 0.3456558932268315, 0.3926903882309576, 0.3689566814854327, -0.1552535060278285, 0.5672648588388309, -0.2933482300012462, 0.2014646691162419, 0.16731803338415738, 0.16453980129898377, -0.20867797152171952, 0.1347411197175604, -0.0442850040970635, -0.08855228829494537], [0.6784796191659977, -0.03893784874404166, -0.32647106907225754, -0.17952640791323352, 0.18911182751618671, -0.1375527007227467, -0.11819951719467134, 0.17143994016827135, 0.538566075986944, 0.3449450017462593, 0.16994008980212646, -0.49470633129534913, 0.3194228046096461, -0.07258490101207415, -0.03236252906821076, -0.11191569636524493], [-0.545288333858978, -0.19997109219797043, -0.3677586932022859, 0.3043107021364081, 0.25277506925540894, -0.004827895767708087, -0.07244964217887165, 0.22152100615184006, 0.49897123823850337, -0.17773611203404813, -0.09580345807887378, 0.16857690329891092, 0.3629009914701569, 0.16214284039457347, -0.21496188300966879, 0.017639455196540324], [0.3502114272924561, 0.2427124541139605, -0.08198466155265924, -0.00841725183382402, -0.014535271130227359, 0.005617454952640543, -0.1983171766203805, -0.1644751532871499, 0.1396795117118481, -0.05125680974154898, 0.2683175382978527, -0.2139863299224751, 0.1616658553646211, 0.4493194618460162, 0.05683853394790428, -0.020751176581450797], [-0.07195129654911228, -0.004880082782962067, -0.04557292228324032, 0.10745749142808497, 0.08191466334619671, -0.16932821158801936, 0.04334655823501628, 0.08409011758784028, 0.1890316185145415, 0.4305719359334355, -0.5587229761016652, 0.49122379994424076, -0.08793666035948446, 0.16778556355250657, 0.017745955175522885, -0.40328097596889384], [-0.010687100250773969, -0.26611501144508243, -0.2358719482680519, -0.6619691238504715, 0.35009141718112585, 0.03057383556260791, 0.10066641526519773, -0.04205823060282578, 0.34289228866548316, -0.3858868105165586, -0.3013586926982486, -0.011038896418615284, -0.36669963239585646, 0.42442440081009875, 0.36205589562654666, 0.08426280572669445], [-0.2748326967297992, -0.04533466493446378, 0.04859103547839669, 0.26938777117169244, -0.15263569764205448, 0.011207533557271013, -0.0706840894065355, 0.043374569360528505, -0.10090232091987503, -0.19641835386247036, 0.24199786445399316, -0.06426759990079717, 0.18782120167590005, -0.5326777302544928, -0.5602488681762984, -0.30757219989868756]], "b": [0.2477508379012966, 0.23699946972314867, -0.16805403736724558, 0.05521432282835355, -0.2754722630305533, -0.37291039692126315, 0.004555271357947102, 0.12224088383600823]}, {"W": [[-0.2628019041219169, -0.4612888267148986, -0.26745007002184723, -0.05791178180189374, 0.048149481556575106, 0.6023453896126403, 0.1303217632249175, 0.10099309990638972]], "b": [-0.4349013229992535]}], "training": {"phase1": {"device": "mps", "arch": [50, 16, 8, 1], "epochs_run": 28, "best_val_mse": 0.21943041682243347, "train_bars": 11444, "val_bars": 591, "target_k": 10, "vol_window": 60, "target_scale": 2.0, "val_span": ["2025-10-01 00:00:00", "2026-02-28 00:00:00"]}, "data_file": "data/mlp/BINANCE_LINKUSD, 360.csv", "data_sha256": "00406097050f92014b106593c9066921c4b6e32231212a31ff21b55af76f276d", "train_window": ["2017-09-28", "2026-02-28"], "seed": 101, "created": "2026-06-18T23:11:00+00:00", "phase2": {"es_popsize": 32, "es_sigma": 0.05, "es_generations": 300, "l2_anchor": 0.01, "es_workers": 4, "fold_objective": "robust", "best_fitness": -1.1515295058329995, "fold_calmars": [1.582790243959085, 0.25398610726860027, 0.7465043430847813, 1.2268536863779247, 1.3520897708102175, 4.484142592894696], "fold_mean_calmar": 1.607727790732551, "fold_min_calmar": 0.25398610726860027, "robust_diagnostics": {"valid_folds": 6, "drawdown_penalty": 0.0, "pnl_dd_penalty": 0.0, "trade_penalty": 0.16666666666666666, "negative_fold_penalty": 0.0, "fragility_penalty": 0.008, "fragile_0_05": 0, "fragile_1_0": 4, "trade_target": 15, "base_fold_score": 1.2016052856933657}}, "recommended_thresholds": {"i_long_entry_activation_threshold": -79.36904300305007, "i_long_exit_activation_threshold": -8.320383337304078, "i_long_exit_activation_confirmation_threshold": -109.37064738418026, "i_trailing_stop_threshold": 8.723429144052625, "i_use_long_exit_confirmation": 1.0, "i_use_long_entry_confirmation": false}}}